Saiprasad Ravishankar
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
diffusion model
(3)
neural network optimization
(2)
image denoising
(1)
u-net architecture
(1)
gradient descent
(1)
sampling efficiency
(1)
training efficiency
(1)
image inpainting
(1)
inverse problem
(1)
image prior
(1)
latent diffusion model
(1)
deep image prior
(1)
deep matrix factorization
(1)
edge of stability
(1)
multi-stage training
(1)
multi-stage framework
(1)
multi-decoder architecture
(1)
autoencoding regularization
(1)
timestep clustering
(1)
loss oscillation
(1)
Papers
Learning Dynamics of Deep Matrix Factorization Beyond the Edge of Stability
ICLR 2025
SITCOM: Step-wise Triple-Consistent Diffusion Sampling For Inverse Problems
ICML 2025
Image Reconstruction Via Autoencoding Sequential Deep Image Prior
NeurIPS 2024
Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture
CVPR 2024
Optimal Eye Surgeon: Finding image priors through sparse generators at initialization
ICML 2024